Proving that the matrix is invertible given the eigenvalues?

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SUMMARY

The discussion centers on proving the invertibility of a matrix based on its eigenvalues. Given the eigenvalues 1, 2, and 3, it is established that since none of these eigenvalues are zero, the determinant of the matrix is non-zero. Therefore, the matrix is confirmed to be invertible. This proof is valid and aligns with the fundamental theorem of linear algebra regarding eigenvalues and matrix invertibility.

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  • Understanding of eigenvalues and eigenvectors
  • Knowledge of matrix determinants
  • Familiarity with linear algebra concepts
  • Basic proof techniques in mathematics
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  • Study the relationship between eigenvalues and matrix determinants
  • Learn about the implications of eigenvalues in matrix theory
  • Explore the properties of invertible matrices
  • Review the fundamental theorem of linear algebra
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Students of linear algebra, mathematicians, and anyone interested in understanding matrix properties and proofs related to eigenvalues.

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Homework Statement


Given an unknown matrix with eigenvalues 1,2,3, prove that it is invertible?

The Attempt at a Solution


If the det = 0, then there exists an eigenvalue = 0. Since none of the eigenvalues are 0, then the det ≠ 0 and thus the matrix is invertible. Is this a valid proof?
 
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